According to the CTA Twitter page, the Blue, Brown, Orange, Purple, Pink and Green Line trains were at a standstill.
Crews have since restored service.
Police have given the all clear and said they are investigating the incident.
Officials said commuters should expect heavier than normal delays and police presence.
No other information was provided at this time.
This is a developing story. We will update when more information is available.